Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulation
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/1822/72446 |
Resumo: | Emergency departments in hospitals are having many difficulties in achieving the performance levels required by health regulators and society. The waiting times as well as the total throughput time are examples of performance indicators that emergency departments need to improve in order to provide a better service to the community. To achieve improvement of performance, the present paper shows a methodology to assist the design process of an emergency department using simulation techniques. In this study, the emergency department of a hospital located in the northern region of Portugal was considered to test the proposed simulation technique. The emergency department initial state was assessed, in terms of patient flow, as well as the human resources needed at every stage of the service. In order to understand in depth the process that a patient goes through during an emergency episode, a comprehensive study was performed on the hospital database. This allowed the analytical description of an emergency episode, which was further used as an input to the simulation model. After developing the simulation model with the information obtained by the hospital’s database, a validation stage was performed. Finally, in order to achieve an optimized design for the emergency department several variant scenarios were considered and evaluated. This methodology proved to be very useful in determining an optimized operation for complex, and non-linear systems. |
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Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulationoperations managementemergency departmentdiscrete event simulationlean healthcaresimulation modelScience & TechnologyEmergency departments in hospitals are having many difficulties in achieving the performance levels required by health regulators and society. The waiting times as well as the total throughput time are examples of performance indicators that emergency departments need to improve in order to provide a better service to the community. To achieve improvement of performance, the present paper shows a methodology to assist the design process of an emergency department using simulation techniques. In this study, the emergency department of a hospital located in the northern region of Portugal was considered to test the proposed simulation technique. The emergency department initial state was assessed, in terms of patient flow, as well as the human resources needed at every stage of the service. In order to understand in depth the process that a patient goes through during an emergency episode, a comprehensive study was performed on the hospital database. This allowed the analytical description of an emergency episode, which was further used as an input to the simulation model. After developing the simulation model with the information obtained by the hospital’s database, a validation stage was performed. Finally, in order to achieve an optimized design for the emergency department several variant scenarios were considered and evaluated. This methodology proved to be very useful in determining an optimized operation for complex, and non-linear systems.This work was partially supported by projects UIDB/00319/2020 and POCI-01-0145FEDER-030299, from Fundacao para a Ciencia e Tecnologia (FCT), Portugal.Multidisciplinary Digital Publishing InstituteUniversidade do MinhoCastanheira-Pinto, AlexandreGonçalves, Bruno S.Lima, Rui M.Dinis-Carvalho, José20212021-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/72446engCastanheira-Pinto, A.; Gonçalves, B.S.; Lima, R.M.; Dinis-Carvalho, J. Modeling, Assessment and Design of an Emergency Department of a Public Hospital through Discrete-Event Simulation. Appl. Sci. 2021, 11, 805. https://doi.org/10.3390/app110208052076-341710.3390/app11020805https://www.mdpi.com/2076-3417/11/2/805info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:54:19Zoai:repositorium.sdum.uminho.pt:1822/72446Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:53:49.279342Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulation |
title |
Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulation |
spellingShingle |
Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulation Castanheira-Pinto, Alexandre operations management emergency department discrete event simulation lean healthcare simulation model Science & Technology |
title_short |
Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulation |
title_full |
Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulation |
title_fullStr |
Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulation |
title_full_unstemmed |
Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulation |
title_sort |
Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulation |
author |
Castanheira-Pinto, Alexandre |
author_facet |
Castanheira-Pinto, Alexandre Gonçalves, Bruno S. Lima, Rui M. Dinis-Carvalho, José |
author_role |
author |
author2 |
Gonçalves, Bruno S. Lima, Rui M. Dinis-Carvalho, José |
author2_role |
author author author |
dc.contributor.none.fl_str_mv |
Universidade do Minho |
dc.contributor.author.fl_str_mv |
Castanheira-Pinto, Alexandre Gonçalves, Bruno S. Lima, Rui M. Dinis-Carvalho, José |
dc.subject.por.fl_str_mv |
operations management emergency department discrete event simulation lean healthcare simulation model Science & Technology |
topic |
operations management emergency department discrete event simulation lean healthcare simulation model Science & Technology |
description |
Emergency departments in hospitals are having many difficulties in achieving the performance levels required by health regulators and society. The waiting times as well as the total throughput time are examples of performance indicators that emergency departments need to improve in order to provide a better service to the community. To achieve improvement of performance, the present paper shows a methodology to assist the design process of an emergency department using simulation techniques. In this study, the emergency department of a hospital located in the northern region of Portugal was considered to test the proposed simulation technique. The emergency department initial state was assessed, in terms of patient flow, as well as the human resources needed at every stage of the service. In order to understand in depth the process that a patient goes through during an emergency episode, a comprehensive study was performed on the hospital database. This allowed the analytical description of an emergency episode, which was further used as an input to the simulation model. After developing the simulation model with the information obtained by the hospital’s database, a validation stage was performed. Finally, in order to achieve an optimized design for the emergency department several variant scenarios were considered and evaluated. This methodology proved to be very useful in determining an optimized operation for complex, and non-linear systems. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021 2021-01-01T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/1822/72446 |
url |
http://hdl.handle.net/1822/72446 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Castanheira-Pinto, A.; Gonçalves, B.S.; Lima, R.M.; Dinis-Carvalho, J. Modeling, Assessment and Design of an Emergency Department of a Public Hospital through Discrete-Event Simulation. Appl. Sci. 2021, 11, 805. https://doi.org/10.3390/app11020805 2076-3417 10.3390/app11020805 https://www.mdpi.com/2076-3417/11/2/805 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Multidisciplinary Digital Publishing Institute |
publisher.none.fl_str_mv |
Multidisciplinary Digital Publishing Institute |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
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1799133135836807168 |